{"id":46630,"date":"2023-06-07T06:27:20","date_gmt":"2023-09-14T02:51:44","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/"},"modified":"2024-04-30T07:41:39","modified_gmt":"2024-04-29T23:41:39","slug":"46630-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/","title":{"rendered":""},"content":{"rendered":"

R notebook\u3067\u4f5c\u696d\u3059\u308b\u6a5f\u4f1a\u304c\u5897\u3048\u3066\u304b\u3089\u3001R markdown\u306e\u4f7f\u3044\u52dd\u624b\u60aa\u3044\u3088\u306a\u3042\u3068\u611f\u3058\u59cb\u3081\u3001
\nnotebook\u7684\u306a\u4f7f\u3044\u65b9\u3067\u3042\u308c\u3070Jupyterlab\u306b\u4e57\u308a\u63db\u3048\u305f\u65b9\u304c\u826f\u3044\u306e\u3067\u306f\u3068\u601d\u3063\u3066\u30c8\u30e9\u30a4\u3002<\/p>\n

\u4e57\u308a\u63db\u3048\u308b\u306b\u3042\u305f\u308a\u3001\u30d1\u30a4\u30d7\u6f14\u7b97\u5b50\u306e\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u306f\u8b72\u308c\u306a\u3044\u30dd\u30a4\u30f3\u30c8\u3060\u3063\u305f\u306e\u3067\u8a2d\u5b9a\u65b9\u6cd5\u3092\u8abf\u3079\u305f\u3002<\/p>\n

\u74b0\u5883<\/h3>\n

macOS 10.14.6
\nR 3.5.2
\nPython 3.7 (Anaconda)<\/p>\n

R\u5074\u306e\u6e96\u5099<\/h5>\n

R\u3092\u8d77\u52d5\u3057\u3066IRkernel\u3092\u5165\u308c\u308b
\n\u4f9d\u5b58\u95a2\u4fc2\u306b\u3042\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3082\u81ea\u52d5\u7684\u306b\u5165\u308b<\/p>\n

install.packages<\/span>(<\/span>'IRkernel'<\/span>)<\/span>\r\nIRkernel<\/span>::<\/span>installspec<\/span>()<\/span>\r\nq<\/span>()<\/span>\r\n<\/code><\/pre>\n
Jupyter lab\u3067R\u3092\u8d77\u52d5\u3059\u308b<\/h5>\n
new > notebook > kernel\u9078\u629e\u3067R\u306e\u9078\u629e\u80a2\u304c\u5897\u3048\u3066\u3044\u308c\u6210\u529f\u3002
\n\u975e\u5e38\u306b\u7c21\u5358\u3002<\/p>\n
Jupyter lab\u306e\u62e1\u5f35\u6a5f\u80fd<\/h5>\n
\u65e5\u672c\u8a9e\u306e\u8a73\u3057\u3044\u89e3\u8aac\u8a18\u4e8b\uff08\u30ea\u30f3\u30af1\u3001\u30ea\u30f3\u30af2\uff09
\n\u304c\u3042\u308b\u306e\u3067\u8a73\u7d30\u306f\u5272\u611b\u3059\u308b\u3002<\/p>\n
variable inspector\u3092\u5165\u308c\u308b\u3068Rstudio\u306e\u898b\u305f\u76ee\u306b\u8fd1\u304f\u306a\u308b\u3002
\n\u305f\u3060\u3057\u52d5\u4f5c\u304c\u91cd\u304f\u306a\u308b\u539f\u56e0\u306b\u306a\u308b\u3068\u3044\u3046\u8a71\u3082\u3002
\ncontextual_help\u304c\u3042\u308c\u3070variable inspector\u3082\u5225\u306b\u3044\u3089\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3002
\n\u4ed6\u306ftoc\u3084jupyterlab-lsp\u306a\u3069\u304a\u597d\u307f\u3067\u3002<\/p>\n
\u30d1\u30a4\u30d7\u6f14\u7b97\u5b50\u306e\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3092\u4f7f\u3046<\/h1>\n
Rstudio\u306e\u30d1\u30a4\u30d7\u6f14\u7b97\u5b50%>%\u306e\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u30b3\u30de\u30f3\u30c9\u2318 + Shift + M\u3092jupyter lab\u3067\u3082\u4f7f\u3044\u305f\u3044\u3002
\n\u8272\u3005\u8abf\u3079\u305f\u7d50\u679c\u3001\u62e1\u5f35\u6a5f\u80fd\u3067\u30c6\u30ad\u30b9\u30c8\u633f\u5165\u3092\u30b3\u30de\u30f3\u30c9\u5316\u3057\u305f\uff1f\u65b9\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5229\u7528\u3055\u305b\u3066\u3082\u3089\u3046\u306e\u304c\u697d\u3060\u3068\u3044\u3046\u7d50\u8ad6\u306b\u81f3\u308b\u3002<\/p>\n
jupyter labextension install<\/span> @techrah\/text-shortcuts\r\n<\/code><\/pre>\n
\u305d\u306e\u5f8cjupyter lab\u3092\u8d77\u52d5\u3057\u3001\u30e1\u30cb\u30e5\u30fc\u304b\u3089
\nSettings > Advanced Setting Editor > Keyboard Shortcuts > User Preference
\n\u306b\u79fb\u52d5\u3057\u3001\u4e0b\u8a18\u30b3\u30de\u30f3\u30c9\u3092\u30da\u30fc\u30b9\u30c8<\/p>\n
{\r\n    \"shortcuts\": [\r\n        {\r\n            \"command\": \"text-shortcuts:insert-text\",\r\n            \"args\": {\r\n                \"text\": \"%>%\",\r\n                \"autoPad\": true\r\n            },\r\n            \"keys\": [\r\n                \"Accel Shift M\"\r\n            ],\r\n            \"selector\": \"body\"\r\n        },\r\n        {\r\n            \"command\": \"text-shortcuts:insert-text\",\r\n            \"args\": {\r\n                \"text\": \"<-\",\r\n                \"autoPad\": true\r\n            },\r\n            \"keys\": [\r\n                \"Alt -\"\r\n            ],\r\n            \"selector\": \"body\"\r\n        }\r\n    ]\r\n}\r\n<\/code><\/pre>\n
\u306a\u304a\u3001Chrome\u306f\u2318 + Shift + M\u304c\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3067\u57cb\u307e\u3063\u3066\u3044\u3066\u3001\u3057\u304b\u3082\u5909\u66f4\u304c\u51fa\u6765\u306a\u3044\u3089\u3057\u3044\u3002
\n\u885d\u7a81\u3059\u308b\u306e\u3067\u306f\u3068\u8003\u3048\u3066\u4e0b\u8a18\u306e\u3088\u3046\u306b\u8d77\u52d5\u30d6\u30e9\u30a6\u30b6\u306e\u5909\u66f4\u3092\u3057\u3066\u307f\u305f\u304c\u3001\u7d50\u5c40Chrome\u3067\u3082\u4f7f\u3048\u305f\u3002<\/p>\n
\u86c7\u8db3<\/h5>\n
jupyter lab\u3067\u4f7f\u7528\u3059\u308b\u30d6\u30e9\u30a6\u30b6\u3092safari\u306b\u5909\u66f4\u3057\u305f\u3044\u5834\u5408\u306f\u3001<\/p>\n
jupyter lab --generate-config\r\n<\/code><\/pre>\n
\u3067\u751f\u6210\u3055\u308c\u305fjupyter_notebook_config.py\u306e\u4e2d\u8eab\u3092\u7de8\u96c6\u3002
\n95\u884c\u76ee\u3042\u305f\u308a\u306b\u306e<\/p>\n
## Specify what command to use to invoke a web browser when opening the notebook.\r\n#  If not specified, the default browser will be determined by the `webbrowser`\r\n#  standard library module, which allows setting of the BROWSER environment\r\n#  variable to override it.\r\n#  c.NotebookApp.browser = ''\r\n<\/span><\/code><\/pre>\n
\u3068\u30b3\u30e1\u30f3\u30c8\u30a2\u30a6\u30c8\u3055\u308c\u3066\u3044\u308b\u7b87\u6240\u3092\u3001<\/p>\n
c<\/span>.<\/span>NotebookApp<\/span>.<\/span>browser<\/span> =<\/span> u<\/span>'safari'<\/span>\r\n<\/code><\/pre>\n
\u306e\u3088\u3046\u306b\u7de8\u96c6\u3059\u308b\u3002
\n%s\u3092\u5f8c\u308d\u306b\u3064\u306a\u3044\u3068\u4e0a\u624b\u304f\u884c\u304b\u306a\u3044\u3068\u3044\u3046\u8a18\u4e8b\u3082\u3042\u3063\u305f\u304c\u3001\u79c1\u306e\u74b0\u5883\u3067\u306f\u4f55\u6545\u304b\u3053\u308c\u3067\u3082\u52d5\u4f5c\u3057\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
R notebook\u3067\u4f5c\u696d\u3059\u308b\u6a5f\u4f1a\u304c\u5897\u3048\u3066\u304b\u3089\u3001R markdown\u306e\u4f7f\u3044\u52dd\u624b\u60aa\u3044\u3088\u306a\u3042\u3068\u611f\u3058\u59cb\u3081\u3001 note […]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46630","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"R notebook\u3067\u4f5c\u696d\u3059\u308b\u6a5f\u4f1a\u304c\u5897\u3048\u3066\u304b\u3089\u3001R markdown\u306e\u4f7f\u3044\u52dd\u624b\u60aa\u3044\u3088\u306a\u3042\u3068\u611f\u3058\u59cb\u3081\u3001 note […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-09-14T02:51:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T23:41:39+00:00\" \/>\n<meta name=\"author\" content=\"\u6e05, \u5b87\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u6e05, \u5b87\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/\",\"name\":\"- Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2023-09-14T02:51:44+00:00\",\"dateModified\":\"2024-04-29T23:41:39+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e\",\"name\":\"\u6e05, \u5b87\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/4b2016c18459a605fc469c7566608f5686491baa112d0871ee613f61b7210565?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/4b2016c18459a605fc469c7566608f5686491baa112d0871ee613f61b7210565?s=96&d=mm&r=g\",\"caption\":\"\u6e05, \u5b87\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/qingyu\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"- Blog - Silicon Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/","og_locale":"zh_CN","og_type":"article","og_description":"R notebook\u3067\u4f5c\u696d\u3059\u308b\u6a5f\u4f1a\u304c\u5897\u3048\u3066\u304b\u3089\u3001R markdown\u306e\u4f7f\u3044\u52dd\u624b\u60aa\u3044\u3088\u306a\u3042\u3068\u611f\u3058\u59cb\u3081\u3001 note […]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2023-09-14T02:51:44+00:00","article_modified_time":"2024-04-29T23:41:39+00:00","author":"\u6e05, \u5b87","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u6e05, \u5b87","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/","name":"- Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2023-09-14T02:51:44+00:00","dateModified":"2024-04-29T23:41:39+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/"]}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website","url":"https:\/\/www.silicloud.com\/zh\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e","name":"\u6e05, \u5b87","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/4b2016c18459a605fc469c7566608f5686491baa112d0871ee613f61b7210565?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/4b2016c18459a605fc469c7566608f5686491baa112d0871ee613f61b7210565?s=96&d=mm&r=g","caption":"\u6e05, \u5b87"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/qingyu\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/46630-2\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/46630","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=46630"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/46630\/revisions"}],"predecessor-version":[{"id":90595,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/46630\/revisions\/90595"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=46630"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=46630"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=46630"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}